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Work3

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Dissertation[remove]3

Creator

Federico Andres Bugni1
Sun Yi1
Yuan Li1

Keyword

Inference[remove]3
Bootstrap1
Community detection1
Econometrics1
Heterogeneous networks1
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Subject

Economics2
Statistics1

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Inference in heterogeneous networks

Description:

Last two decades have seen a surge of interests in approaches that leverage network structure in machine learning models. For many networks, not only the connections of the network but also the network attributes, such as node attributes and dyadic attributes, are observed. This heterogeneity in networks raises new challenges...

Keyword:

Inference, Network Representation Learning, Node classification, Network analysis, Heterogeneous networks, and Community detection

Subject:

Statistics

Creator:

Yuan Li

Owner:

Scholarly Digital Publishing

Date Uploaded:

05/06/2019

Date Modified:

05/06/2019

Date Created:

2018-01-01

Resource Type:

Dissertation
Essays on Inference in Partially Identified Models

Description:

This dissertation is composed of three chapters, each contributing to different aspects of the literature of partially identified econometric models. In the first chapter, I introduce a bootstrap procedure to perform inference in the class of partially identified econometric models defined by finitely many moment equalities and inequalities. I provide...

Keyword:

Inference, Partial Identification, Bootstrap, Set Identification, and Hypothesis testing

Subject:

Economics

Creator:

Federico Andres Bugni

Owner:

Scholarly Digital Publishing

Date Uploaded:

09/13/2018

Date Modified:

09/13/2018

Date Created:

2008-11-05

Resource Type:

Dissertation
Essays on Uniformly Valid Inference Procedures

Description:

The first chapter of this dissertation develops a two-stage inference method for structural parameters in the linear instrumental variables model. In the first stage, a new statistic is used to detect whether the correlation between the structural error and the reduced form error is small. In the second stage, a...

Keyword:

Inference and Econometrics

Subject:

Economics

Creator:

Sun Yi

Owner:

Scholarly Digital Publishing

Date Uploaded:

02/12/2018

Date Modified:

02/13/2018

Date Created:

2016-01-01

Resource Type:

Dissertation

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